{"id":"W4402071888","doi":"10.1016/j.marpolbul.2024.116883","title":"Deposition of airborne cyanobacteria and microalgae in the human respiratory tract (Baltic Sea coastal zone, Poland)","year":2024,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Allison University","funders":"Narodowa Agencja Wymiany Akademickiej; Narodowe Centrum Nauki","keywords":"Baltic sea; Deposition (geology); Environmental science; Oceanography; Coastal zone; Cyanobacteria; Ecology; Geology; Biology; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006265612,0.0001027706,0.0001034094,0.00004967899,0.0001067984,0.00004490139,0.00009244365,0.0000531888,0.0004033064],"category_scores_gemma":[0.00002214729,0.00008204572,0.00003492677,0.0001571769,0.0001393546,0.00004977148,0.0001240299,0.0001629334,0.00005963879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005171838,"about_ca_system_score_gemma":0.000006004878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003551529,"about_ca_topic_score_gemma":0.000282058,"domain_scores_codex":[0.9990578,0.0001472694,0.0002489443,0.0002039757,0.0001700714,0.000171993],"domain_scores_gemma":[0.9997342,0.00004961311,0.00005061565,0.0001271025,0.000003505985,0.00003493865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008394388,0.0003992718,0.7914643,0.0002319925,0.00002231194,0.00008955956,0.002444871,0.0001474398,0.1380484,0.00140928,0.004272652,0.06138591],"study_design_scores_gemma":[0.000239468,0.0001004748,0.9862538,0.00005708855,0.00001237776,0.00003735329,0.0001407037,0.000218436,0.001624578,0.00009631754,0.01111274,0.00010664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956179,0.00006344197,0.0002161031,0.00134488,0.00008639156,0.0001196552,0.00001775542,0.00003539871,0.002498442],"genre_scores_gemma":[0.9993073,0.000005609013,0.0002532391,0.0001272391,0.00009366807,0.000008275661,0.0000152068,0.00001001963,0.00017946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1947895,"threshold_uncertainty_score":0.5368873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530569171780114,"score_gpt":0.2469676110151211,"score_spread":0.2316619192973199,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}